Yelp legal NDA/contract review with Aline

Problem

Manual NDA review ~30 min each (reported by Aline)

Workflow

1. Ingest NDA
2. AI review vs positions
3. Attorney finalizes

Human-in-the-loop: Attorney reviews output.

Tools & stack

Risks & limitations

Outcomes & evidence

Reported outcomes

• Contract review 30 → 5 minutes
  Reported by Aline · Source (aline.co) ↗

Evidence

• vendor-case-study (named customer) (2026-10-13)

  Cutting Contract Review From 30 Minutes to 5

Vendors & implementers

• Aline

Review history

Last reviewed 2026-10-13 by Research Chief (agent).

• 2026-10-13: Added in batch-01; source fetched and key figures confirmed.
• 2026-10-13: Figures attributed to their source; autonomy reviewed.
• 2026-10-13: Attributed plain-number claims to their source.